Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 984 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 76.9 KiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
cases_new is highly overall correlated with cases_import and 7 other fields | High correlation |
cases_import is highly overall correlated with cases_new and 5 other fields | High correlation |
cases_recovered is highly overall correlated with cases_new and 7 other fields | High correlation |
cases_active is highly overall correlated with cases_new and 7 other fields | High correlation |
cases_cluster is highly overall correlated with cases_new and 7 other fields | High correlation |
deaths_new is highly overall correlated with cases_new and 7 other fields | High correlation |
deaths_bid is highly overall correlated with cases_new and 6 other fields | High correlation |
deaths_new_dod is highly overall correlated with cases_new and 7 other fields | High correlation |
deaths_bid_dod is highly overall correlated with cases_new and 6 other fields | High correlation |
cases_import has 609 (61.9%) zeros | Zeros |
cases_recovered has 15 (1.5%) zeros | Zeros |
cases_cluster has 504 (51.2%) zeros | Zeros |
deaths_new has 379 (38.5%) zeros | Zeros |
deaths_bid has 646 (65.7%) zeros | Zeros |
deaths_new_dod has 343 (34.9%) zeros | Zeros |
deaths_bid_dod has 624 (63.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-11 23:19:14.958905 |
|---|---|
| Analysis finished | 2023-11-11 23:19:33.503481 |
| Duration | 18.54 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
cases_new
Real number (ℝ)
HIGH CORRELATION
| Distinct | 774 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1507.4278 |
| Minimum | 11 |
|---|---|
| Maximum | 11692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 176.5 |
| median | 731 |
| Q3 | 1559.25 |
| 95-th percentile | 6852.75 |
| Maximum | 11692 |
| Range | 11681 |
| Interquartile range (IQR) | 1382.75 |
Descriptive statistics
| Standard deviation | 2131.4369 |
|---|---|
| Coefficient of variation (CV) | 1.4139561 |
| Kurtosis | 4.1355777 |
| Mean | 1507.4278 |
| Median Absolute Deviation (MAD) | 613.5 |
| Skewness | 2.1601629 |
| Sum | 1483309 |
| Variance | 4543023.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37 | 7 | 0.7% |
| 52 | 6 | 0.6% |
| 48 | 5 | 0.5% |
| 58 | 5 | 0.5% |
| 76 | 5 | 0.5% |
| 51 | 5 | 0.5% |
| 53 | 5 | 0.5% |
| 26 | 4 | 0.4% |
| 46 | 4 | 0.4% |
| 44 | 4 | 0.4% |
| Other values (764) | 934 |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| 14 | 2 | |
| 15 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 19 | 3 | |
| 21 | 1 | 0.1% |
| 22 | 2 | |
| 23 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11692 | 1 | |
| 10842 | 1 | |
| 10790 | 1 | |
| 10735 | 1 | |
| 10623 | 1 | |
| 10240 | 1 | |
| 9674 | 1 | |
| 9651 | 1 | |
| 9273 | 1 | |
| 9120 | 1 |
cases_import
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 87 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0538618 |
| Minimum | 0 |
|---|---|
| Maximum | 230 |
| Zeros | 609 |
| Zeros (%) | 61.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 57.85 |
| Maximum | 230 |
| Range | 230 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 28.21452 |
|---|---|
| Coefficient of variation (CV) | 3.1162968 |
| Kurtosis | 22.436364 |
| Mean | 9.0538618 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4898933 |
| Sum | 8909 |
| Variance | 796.05915 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 609 | |
| 1 | 70 | 7.1% |
| 2 | 61 | 6.2% |
| 3 | 33 | 3.4% |
| 5 | 20 | 2.0% |
| 4 | 20 | 2.0% |
| 7 | 13 | 1.3% |
| 6 | 9 | 0.9% |
| 9 | 8 | 0.8% |
| 14 | 6 | 0.6% |
| Other values (77) | 135 | 13.7% |
| Value | Count | Frequency (%) |
| 0 | 609 | |
| 1 | 70 | 7.1% |
| 2 | 61 | 6.2% |
| 3 | 33 | 3.4% |
| 4 | 20 | 2.0% |
| 5 | 20 | 2.0% |
| 6 | 9 | 0.9% |
| 7 | 13 | 1.3% |
| 8 | 5 | 0.5% |
| 9 | 8 | 0.8% |
| Value | Count | Frequency (%) |
| 230 | 1 | |
| 201 | 1 | |
| 200 | 1 | |
| 192 | 2 | |
| 190 | 1 | |
| 189 | 1 | |
| 188 | 1 | |
| 177 | 1 | |
| 168 | 1 | |
| 157 | 1 |
cases_recovered
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 765 |
|---|---|
| Distinct (%) | 77.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1506.8608 |
| Minimum | 0 |
|---|---|
| Maximum | 12379 |
| Zeros | 15 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34.15 |
| Q1 | 204 |
| median | 751 |
| Q3 | 1580 |
| 95-th percentile | 6881.7 |
| Maximum | 12379 |
| Range | 12379 |
| Interquartile range (IQR) | 1376 |
Descriptive statistics
| Standard deviation | 2139.1166 |
|---|---|
| Coefficient of variation (CV) | 1.4195848 |
| Kurtosis | 4.6388241 |
| Mean | 1506.8608 |
| Median Absolute Deviation (MAD) | 625 |
| Skewness | 2.2445813 |
| Sum | 1482751 |
| Variance | 4575820 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 15 | 1.5% |
| 51 | 7 | 0.7% |
| 37 | 6 | 0.6% |
| 56 | 5 | 0.5% |
| 48 | 5 | 0.5% |
| 52 | 5 | 0.5% |
| 60 | 5 | 0.5% |
| 35 | 5 | 0.5% |
| 76 | 4 | 0.4% |
| 50 | 4 | 0.4% |
| Other values (755) | 923 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 11 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| 14 | 2 | 0.2% |
| 16 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 19 | 2 | 0.2% |
| 20 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 22 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 12379 | 1 | |
| 11641 | 1 | |
| 10801 | 1 | |
| 10736 | 1 | |
| 10445 | 1 | |
| 10198 | 1 | |
| 9712 | 1 | |
| 9642 | 1 | |
| 9602 | 1 | |
| 9236 | 1 |
cases_active
Real number (ℝ)
HIGH CORRELATION
| Distinct | 948 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17536.999 |
| Minimum | -390 |
|---|---|
| Maximum | 103574 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 48 |
| Negative (%) | 4.9% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | -390 |
|---|---|
| 5-th percentile | 91.35 |
| Q1 | 1761.25 |
| median | 7584.5 |
| Q3 | 17480 |
| 95-th percentile | 83527.2 |
| Maximum | 103574 |
| Range | 103964 |
| Interquartile range (IQR) | 15718.75 |
Descriptive statistics
| Standard deviation | 25051.718 |
|---|---|
| Coefficient of variation (CV) | 1.4285065 |
| Kurtosis | 2.8030598 |
| Mean | 17536.999 |
| Median Absolute Deviation (MAD) | 6304.5 |
| Skewness | 1.9870718 |
| Sum | 17256407 |
| Variance | 6.2758856 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1129 | 3 | 0.3% |
| 1082 | 3 | 0.3% |
| 10086 | 2 | 0.2% |
| 1406 | 2 | 0.2% |
| 5305 | 2 | 0.2% |
| 1066 | 2 | 0.2% |
| -359 | 2 | 0.2% |
| 5207 | 2 | 0.2% |
| 5046 | 2 | 0.2% |
| 1000 | 2 | 0.2% |
| Other values (938) | 962 |
| Value | Count | Frequency (%) |
| -390 | 1 | |
| -369 | 1 | |
| -368 | 1 | |
| -366 | 1 | |
| -362 | 1 | |
| -359 | 2 | |
| -328 | 1 | |
| -316 | 1 | |
| -296 | 1 | |
| -288 | 1 |
| Value | Count | Frequency (%) |
| 103574 | 1 | |
| 102342 | 1 | |
| 100986 | 1 | |
| 98611 | 1 | |
| 97080 | 1 | |
| 96932 | 1 | |
| 96004 | 1 | |
| 95768 | 1 | |
| 95631 | 1 | |
| 95170 | 1 |
cases_cluster
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 252 |
|---|---|
| Distinct (%) | 25.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.197154 |
| Minimum | 0 |
|---|---|
| Maximum | 1035 |
| Zeros | 504 |
| Zeros (%) | 51.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 70 |
| 95-th percentile | 372.7 |
| Maximum | 1035 |
| Range | 1035 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 135.84168 |
|---|---|
| Coefficient of variation (CV) | 2.0215392 |
| Kurtosis | 10.212042 |
| Mean | 67.197154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9469062 |
| Sum | 66122 |
| Variance | 18452.962 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 504 | |
| 1 | 16 | 1.6% |
| 15 | 11 | 1.1% |
| 11 | 9 | 0.9% |
| 17 | 7 | 0.7% |
| 20 | 7 | 0.7% |
| 8 | 7 | 0.7% |
| 13 | 7 | 0.7% |
| 18 | 6 | 0.6% |
| 3 | 6 | 0.6% |
| Other values (242) | 404 |
| Value | Count | Frequency (%) |
| 0 | 504 | |
| 1 | 16 | 1.6% |
| 2 | 4 | 0.4% |
| 3 | 6 | 0.6% |
| 4 | 3 | 0.3% |
| 5 | 5 | 0.5% |
| 6 | 3 | 0.3% |
| 7 | 4 | 0.4% |
| 8 | 7 | 0.7% |
| 9 | 6 | 0.6% |
| Value | Count | Frequency (%) |
| 1035 | 1 | |
| 931 | 1 | |
| 915 | 1 | |
| 745 | 1 | |
| 696 | 1 | |
| 687 | 1 | |
| 674 | 1 | |
| 645 | 1 | |
| 640 | 1 | |
| 610 | 1 |
deaths_new
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 94 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.942073 |
| Minimum | 0 |
|---|---|
| Maximum | 359 |
| Zeros | 379 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5.25 |
| 95-th percentile | 71.55 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 29.332168 |
|---|---|
| Coefficient of variation (CV) | 2.6806774 |
| Kurtosis | 34.573069 |
| Mean | 10.942073 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.9667454 |
| Sum | 10767 |
| Variance | 860.37609 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 379 | |
| 1 | 151 | 15.3% |
| 2 | 82 | 8.3% |
| 3 | 59 | 6.0% |
| 4 | 36 | 3.7% |
| 5 | 31 | 3.2% |
| 6 | 21 | 2.1% |
| 8 | 15 | 1.5% |
| 7 | 14 | 1.4% |
| 10 | 12 | 1.2% |
| Other values (84) | 184 |
| Value | Count | Frequency (%) |
| 0 | 379 | |
| 1 | 151 | 15.3% |
| 2 | 82 | 8.3% |
| 3 | 59 | 6.0% |
| 4 | 36 | 3.7% |
| 5 | 31 | 3.2% |
| 6 | 21 | 2.1% |
| 7 | 14 | 1.4% |
| 8 | 15 | 1.5% |
| 9 | 10 | 1.0% |
| Value | Count | Frequency (%) |
| 359 | 1 | |
| 253 | 1 | |
| 222 | 1 | |
| 188 | 1 | |
| 178 | 1 | |
| 171 | 1 | |
| 166 | 1 | |
| 149 | 1 | |
| 148 | 2 | |
| 147 | 1 |
deaths_bid
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 44 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.398374 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 646 |
| Zeros (%) | 65.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 11.85 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 8.2062575 |
|---|---|
| Coefficient of variation (CV) | 3.4215921 |
| Kurtosis | 38.130718 |
| Mean | 2.398374 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.759238 |
| Sum | 2360 |
| Variance | 67.342663 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 0 | 646 | |
| 1 | 119 | 12.1% |
| 2 | 73 | 7.4% |
| 3 | 27 | 2.7% |
| 4 | 20 | 2.0% |
| 5 | 15 | 1.5% |
| 7 | 11 | 1.1% |
| 6 | 10 | 1.0% |
| 8 | 8 | 0.8% |
| 13 | 4 | 0.4% |
| Other values (34) | 51 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 646 | |
| 1 | 119 | 12.1% |
| 2 | 73 | 7.4% |
| 3 | 27 | 2.7% |
| 4 | 20 | 2.0% |
| 5 | 15 | 1.5% |
| 6 | 10 | 1.0% |
| 7 | 11 | 1.1% |
| 8 | 8 | 0.8% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 84 | 1 | |
| 71 | 1 | |
| 69 | 1 | |
| 67 | 1 | |
| 64 | 1 | |
| 63 | 1 | |
| 58 | 1 | |
| 55 | 1 | |
| 50 | 2 | |
| 48 | 1 |
deaths_new_dod
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 95 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.889228 |
| Minimum | 0 |
|---|---|
| Maximum | 191 |
| Zeros | 343 |
| Zeros (%) | 34.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 63.85 |
| Maximum | 191 |
| Range | 191 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 29.091796 |
|---|---|
| Coefficient of variation (CV) | 2.6716124 |
| Kurtosis | 16.11494 |
| Mean | 10.889228 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.9713747 |
| Sum | 10715 |
| Variance | 846.33258 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 343 | |
| 1 | 177 | |
| 2 | 101 | 10.3% |
| 3 | 52 | 5.3% |
| 4 | 38 | 3.9% |
| 7 | 22 | 2.2% |
| 5 | 22 | 2.2% |
| 6 | 21 | 2.1% |
| 8 | 17 | 1.7% |
| 10 | 11 | 1.1% |
| Other values (85) | 180 |
| Value | Count | Frequency (%) |
| 0 | 343 | |
| 1 | 177 | |
| 2 | 101 | 10.3% |
| 3 | 52 | 5.3% |
| 4 | 38 | 3.9% |
| 5 | 22 | 2.2% |
| 6 | 21 | 2.1% |
| 7 | 22 | 2.2% |
| 8 | 17 | 1.7% |
| 9 | 10 | 1.0% |
| Value | Count | Frequency (%) |
| 191 | 1 | 0.1% |
| 184 | 1 | 0.1% |
| 170 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 165 | 2 | |
| 164 | 1 | 0.1% |
| 163 | 2 | |
| 162 | 1 | 0.1% |
| 159 | 1 | 0.1% |
| 158 | 3 |
deaths_bid_dod
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3902439 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 624 |
| Zeros (%) | 63.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 14 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 7.3261573 |
|---|---|
| Coefficient of variation (CV) | 3.065025 |
| Kurtosis | 25.39108 |
| Mean | 2.3902439 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.766757 |
| Sum | 2352 |
| Variance | 53.67258 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 624 | |
| 1 | 143 | 14.5% |
| 2 | 58 | 5.9% |
| 3 | 39 | 4.0% |
| 4 | 27 | 2.7% |
| 5 | 10 | 1.0% |
| 7 | 9 | 0.9% |
| 10 | 7 | 0.7% |
| 14 | 6 | 0.6% |
| 8 | 5 | 0.5% |
| Other values (32) | 56 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 624 | |
| 1 | 143 | 14.5% |
| 2 | 58 | 5.9% |
| 3 | 39 | 4.0% |
| 4 | 27 | 2.7% |
| 5 | 10 | 1.0% |
| 6 | 4 | 0.4% |
| 7 | 9 | 0.9% |
| 8 | 5 | 0.5% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 57 | 1 | |
| 55 | 1 | |
| 54 | 1 | |
| 53 | 1 | |
| 50 | 1 | |
| 47 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 41 | 1 |
| cases_new | cases_import | cases_recovered | cases_active | cases_cluster | deaths_new | deaths_bid | deaths_new_dod | deaths_bid_dod | |
|---|---|---|---|---|---|---|---|---|---|
| cases_new | 1.000 | 0.620 | 0.930 | 0.944 | 0.694 | 0.761 | 0.673 | 0.824 | 0.698 |
| cases_import | 0.620 | 1.000 | 0.599 | 0.654 | 0.630 | 0.553 | 0.486 | 0.586 | 0.494 |
| cases_recovered | 0.930 | 0.599 | 1.000 | 0.933 | 0.657 | 0.750 | 0.672 | 0.794 | 0.674 |
| cases_active | 0.944 | 0.654 | 0.933 | 1.000 | 0.708 | 0.777 | 0.698 | 0.830 | 0.714 |
| cases_cluster | 0.694 | 0.630 | 0.657 | 0.708 | 1.000 | 0.716 | 0.598 | 0.744 | 0.646 |
| deaths_new | 0.761 | 0.553 | 0.750 | 0.777 | 0.716 | 1.000 | 0.795 | 0.781 | 0.686 |
| deaths_bid | 0.673 | 0.486 | 0.672 | 0.698 | 0.598 | 0.795 | 1.000 | 0.683 | 0.666 |
| deaths_new_dod | 0.824 | 0.586 | 0.794 | 0.830 | 0.744 | 0.781 | 0.683 | 1.000 | 0.797 |
| deaths_bid_dod | 0.698 | 0.494 | 0.674 | 0.714 | 0.646 | 0.686 | 0.666 | 0.797 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| cases_new | cases_import | cases_recovered | cases_active | cases_cluster | deaths_new | deaths_bid | deaths_new_dod | deaths_bid_dod | |
|---|---|---|---|---|---|---|---|---|---|
| date | |||||||||
| 2021-02-24 | 581 | 1 | 1322 | 10540 | 225 | 2 | 1 | 2 | 0 |
| 2021-02-25 | 666 | 2 | 1604 | 9593 | 195 | 9 | 1 | 1 | 0 |
| 2021-02-26 | 633 | 2 | 1149 | 9073 | 154 | 4 | 1 | 1 | 0 |
| 2021-02-27 | 862 | 0 | 1132 | 8801 | 255 | 2 | 0 | 1 | 0 |
| 2021-02-28 | 914 | 1 | 943 | 8769 | 443 | 3 | 0 | 3 | 0 |
| 2021-03-01 | 453 | 1 | 1006 | 8216 | 145 | 0 | 0 | 2 | 0 |
| 2021-03-02 | 672 | 1 | 905 | 7980 | 156 | 3 | 0 | 4 | 0 |
| 2021-03-03 | 640 | 2 | 693 | 7926 | 171 | 1 | 0 | 4 | 0 |
| 2021-03-04 | 630 | 2 | 717 | 7836 | 138 | 3 | 0 | 1 | 0 |
| 2021-03-05 | 794 | 2 | 1110 | 7515 | 260 | 5 | 1 | 1 | 0 |
| cases_new | cases_import | cases_recovered | cases_active | cases_cluster | deaths_new | deaths_bid | deaths_new_dod | deaths_bid_dod | |
|---|---|---|---|---|---|---|---|---|---|
| date | |||||||||
| 2023-10-26 | 77 | 0 | 53 | 1129 | 0 | 0 | 0 | 0 | 0 |
| 2023-10-27 | 76 | 0 | 47 | 1158 | 0 | 0 | 0 | 0 | 0 |
| 2023-10-28 | 78 | 0 | 46 | 1190 | 0 | 0 | 0 | 0 | 0 |
| 2023-10-29 | 44 | 0 | 26 | 1208 | 0 | 0 | 0 | 0 | 0 |
| 2023-10-30 | 53 | 0 | 55 | 1206 | 0 | 0 | 0 | 0 | 0 |
| 2023-10-31 | 67 | 0 | 80 | 1193 | 0 | 0 | 0 | 0 | 0 |
| 2023-11-01 | 88 | 0 | 74 | 1207 | 0 | 0 | 0 | 0 | 0 |
| 2023-11-02 | 95 | 0 | 77 | 1225 | 0 | 0 | 0 | 0 | 0 |
| 2023-11-03 | 92 | 0 | 76 | 1241 | 0 | 0 | 0 | 0 | 0 |
| 2023-11-04 | 89 | 0 | 256 | 1074 | 0 | 0 | 0 | 0 | 0 |